Frequently Asked Questions¶
On AWS, why do user instances occasionally die ~30 minutes after spinning up a large dask cluster?¶
AWS uses Amazon’s Elastic Kubernetes Service (EKS) for hosting the kubernetes cluster. EKS requires the use of at least two availability zones. The QHub cluster has an autoscaler that has a default service that automatically balances the number of EC2 instances between the two availabilty zones. When larger dask clusters are created and destroyed, occasionally the autoscaler will attempt to reschedule a user pod in the other availability zone. When this happens, Kuberenetes doesn’t sucessfully transfer the active pod to the other zone and the pod dies.
To stop this occuring, the autoscaler service “AZRebalance” needs to be manually suspended. Currently this autoscaler service is not managed by terraform. Disabling it via the console will be permanent for the life of the cluster. There is an open issue to permantly fix this via terraform
To disable the AZRebalance service, follow the steps in this AWS documentation to suspend the AZRebalance service.